{"id":"W20412644","doi":"10.1155/2012/506352","title":"Educational Needs of Health Care Providers Working in Long‐Term Care Facilities with Regard to Pain Management","year":2012,"lang":"en","type":"article","venue":"Pain Research and Management","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sanofi (Canada); Ste. Anne's Hospital; Centre Integre de Sante et de Services Sociaux de Laval; Université de Montréal; Centre Hospitalier de l’Université de Montréal; McGill University; Institut Universitaire de Gériatrie de Montréal; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Canadian Institutes of Health Research; AstraZeneca Canada; Pfizer","keywords":"Medicine; Pain management; Long-term care; Dementia; Continuing education; Pain assessment; Chronic pain; Health care; Educational program; Family medicine; Nursing; Physical therapy; Disease; Medical education","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005498633,0.000186908,0.0002907263,0.001267755,0.00015941,0.00005477271,0.0001785797,0.00003435997,0.00005671195],"category_scores_gemma":[0.00009576913,0.0001595565,0.00003873241,0.0008217583,0.000122483,0.0000986349,0.0002931882,0.0001862022,0.000009311585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004333566,"about_ca_system_score_gemma":0.00007942452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002657728,"about_ca_topic_score_gemma":0.0003825049,"domain_scores_codex":[0.9970654,0.0006035726,0.0003332539,0.0002926982,0.0008280689,0.0008769868],"domain_scores_gemma":[0.9988524,0.0001834423,0.00005712346,0.0004241326,0.0001218403,0.0003610284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003770554,0.0002763472,0.7027778,0.01323315,0.0001954424,0.00002317181,0.02861529,0.00001209779,0.000001862585,0.005936543,0.01480343,0.2337478],"study_design_scores_gemma":[0.001573702,0.0009775477,0.6427714,0.002152383,0.00003000859,4.531656e-7,0.2534528,0.000015645,0.000009636022,0.00009492883,0.09869149,0.0002299477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7340558,0.04151648,0.01586851,0.04371801,0.0003533968,0.02527937,0.00002111361,0.0002099874,0.1389773],"genre_scores_gemma":[0.9837295,0.001013275,0.002950337,0.0009371785,0.00008344597,0.000635108,0.0001016974,0.00002461174,0.01052481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2496737,"threshold_uncertainty_score":0.6506525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04734078591357551,"score_gpt":0.3524861086860581,"score_spread":0.3051453227724826,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}